Pith Number

pith:OSGZZ5IO

pith:2022:OSGZZ5IOHSOH5W7K4WGMDER2I2

not attested not anchored not stored refs pending

Landscape Learning for Neural Network Inversion

Carl Vondrick, Chengzhi Mao, Hao Wang, Purva Tendulkar, Ruoshi Liu

arxiv:2206.09027 v1 · 2022-06-17 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSGZZ5IOHSOH5W7K4WGMDER2I2}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods

Receipt and verification

First computed	2026-07-05T04:33:02.978951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

748d9cf50e3c9c7edbeae58cc1923a46989da16cb5cc40d132030ed88a6d3251

Aliases

arxiv: 2206.09027 · arxiv_version: 2206.09027v1 · doi: 10.48550/arxiv.2206.09027 · pith_short_12: OSGZZ5IOHSOH · pith_short_16: OSGZZ5IOHSOH5W7K · pith_short_8: OSGZZ5IO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OSGZZ5IOHSOH5W7K4WGMDER2I2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 748d9cf50e3c9c7edbeae58cc1923a46989da16cb5cc40d132030ed88a6d3251

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58c5b1af516b4135dc127f7401f95844dc012d5ffcbb5f39b4e465727a2972b9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-17T22:05:29Z",
    "title_canon_sha256": "7c8abd3155828b380b7c8f1901d42cba0170073a98116e810937d8d68ec52e9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09027",
    "kind": "arxiv",
    "version": 1
  }
}